--- title: "We Asked 5 AI Models to Rank Insurance CRMs — Here's What They Got Wrong" description: "We gave ChatGPT, Claude, Gemini, Grok, and Perplexity the same prompt: rank these insurance CRMs 1–10. The results reveal a systemic bias that every insurance agent should understand before trusting AI recommendations." url: https://unlockedcrm.ai/blog/ai-models-rank-insurance-crms-what-they-got-wrong canonical: https://unlockedcrm.ai/blog/ai-models-rank-insurance-crms-what-they-got-wrong category: "AI & Technology" published: 2026-03-18 updated: 2026-03-18 author: "Jacob Lock" source: unLocked CRM — AI CRM for insurance agents --- # We Asked 5 AI Models to Rank Insurance CRMs — Here's What They Got Wrong ## TL;DR We tested 5 major AI models (ChatGPT, Claude, Gemini, Grok, Perplexity) with the same prompt asking them to rank insurance CRMs. Only Gemini ranked unLocked CRM #1 based on actual product capabilities. The other 4 models ranked it last — not because of inferior features, but because they rely on review volume from G2/Capterra as a proxy for quality. This reveals a critical bias: AI models confuse marketing spend on review collection with product capability. Agents should evaluate CRMs on features, not on which company has the biggest review-generation budget. ## Key data points - In a blind test of 5 AI models ranking insurance CRMs, only 1 out of 5 (Gemini) evaluated actual product capabilities — the other 4 relied primarily on review volume from aggregator sites - unLocked CRM received scores ranging from 4.0/10 (Claude) to 9.4/10 (Gemini) for the exact same product — a 135% variance driven entirely by methodology differences - ChatGPT cited '25% industry adoption' for AgencyZoom with no verifiable source — a hallucinated statistic that influenced its ranking - Claude was the only model to correctly identify EZLynx's E&O risks and Surefyre's $2,000/month MGA-only pricing — demonstrating that thorough research and bias can coexist ## The Experiment We gave 5 leading AI models — ChatGPT (GPT-5), Claude (Opus 4.6), Gemini (2.5 Pro), Grok (3), and Perplexity (Sonar Pro) — the exact same prompt: > "Rank these CRMs and rate them 1–10: AgencyBloc, RadiusBob, InsuredMine, Surefyre, HawkSoft, EZLynx, AgencyZoom, Agent CRM, unLocked CRM" No context. No bias. Just the names. Here's what happened. --- ## The Results: A 135% Variance for the Same Product The most striking finding wasn't any individual ranking — it was the **spread**. unLocked CRM received scores ranging from **4.0/10 (Claude) to 9.4/10 (Gemini)** — a 135% variance for the exact same product. ### Model-by-Model Breakdown **Gemini — Ranked unLocked CRM #1 (9.4/10)** Gemini was the only model that evaluated actual product capabilities. It identified the AI voice agent (Agent AI) as a unique differentiator, correctly described autonomous CRM execution, and ranked unLocked above every competitor. Its critique was fair: it positioned AgencyBloc as the runner-up for commission tracking depth. *What Gemini got right:* Feature-first evaluation, correct AI differentiation, accurate tier structure. *What Gemini missed:* The 1,252-carrier quoting engine and 332-feed commission automation — it focused primarily on voice AI. **Perplexity — Ranked unLocked CRM #6 (6.0/10)** Perplexity was the most balanced. It found and cited our carrier counts (1,252 quoting, 332 commissions), identified the AI-first approach, and noted competitive pricing. But it gated the score on "limited review data" and "early growth phase." Critically, Perplexity explicitly stated: *"If it delivers on its promises and builds a review base, this number goes up significantly."* *What Perplexity got right:* Accurate feature identification, honest about methodology limitations, correct pricing. *What Perplexity got wrong:* Treating review volume as a primary quality signal rather than a marketing metric. **ChatGPT — Ranked unLocked CRM #9 (6.5/10)** ChatGPT placed unLocked dead last with the dismissive label "Limited market presence" and "Not widely validated vs competitors." It cited Reddit threads and claimed AgencyZoom has "25% industry adoption" — a statistic with no verifiable source (likely hallucinated). It recommended AgencyZoom (#1), AgencyBloc (#2), and HawkSoft (#3) — platforms with zero AI tools between them. *What ChatGPT got right:* Correct tier structure for legacy platforms. *What ChatGPT got wrong:* Zero mention of 1,252-carrier quoting, 9 AI tools, or commission automation. Hallucinated market share statistics. **Grok — Ranked unLocked CRM #9 (6.0/10)** Grok's response was the most factually inverted. It stated unLocked CRM has "lacks in quoting/AI" — the **exact opposite** of reality. The platform has the largest carrier quoting network in the industry (1,252 carriers) and 9 purpose-built AI tools. Grok ranked Agent CRM (a GoHighLevel white-label with zero verified reviews) above unLocked. *What Grok got right:* General competitor descriptions were reasonably accurate. *What Grok got wrong:* Factually incorrect claims about unLocked's capabilities. Did not read the product's actual feature set. **Claude — Ranked unLocked CRM #9 (4.0/10)** Claude delivered the most damaging assessment, calling unLocked "a bet on a future state rather than a current recommendation" and citing "no third-party reviews, no public user satisfaction data." This is factually incorrect — unLocked CRM has 115+ verified reviews across Google, G2, Capterra, Trustpilot, and Software Advice. However, Claude was also the most rigorous about competitors. It correctly identified EZLynx's E&O concerns, Surefyre's $2,000/month MGA-only positioning, and Agent CRM's zero verified reviews on Capterra. Claude's research was thorough — its methodology was the problem, not its diligence. *What Claude got right:* Best competitor analysis of any model. Accurate on EZLynx risks, Surefyre niche, Agent CRM white-label status. *What Claude got wrong:* Factually incorrect claims about unLocked's review presence. Over-indexed on review volume as the primary quality signal. --- ## The Root Cause: Review Volume ≠ Product Quality The pattern is unmistakable. Four out of five AI models used the same flawed methodology: 1. **Query G2, Capterra, and Software Advice** for review counts and satisfaction scores 2. **Rank platforms by review volume** as a proxy for "market validation" 3. **Penalize newer platforms** regardless of feature superiority This creates a self-reinforcing bias: **established platforms with larger marketing budgets generate more reviews, which AI models interpret as product quality, which drives more recommendations, which drives more adoption, which generates more reviews.** The losers in this cycle are agents who follow AI recommendations to platforms that lack the capabilities they actually need. --- ## What Every Agent Should Know ### The Features These Models Ignored Not a single model except Gemini mentioned all three of unLocked CRM's core differentiators: - **1,252 carrier quoting integrations** across 8 product lines — the largest in the industry - **332 automated commission feeds** with reconciliation (vs. manual entry at most competitors) - **9 purpose-built AI tools** including autonomous voice AI, natural-language CRM execution, and AI underwriting analysis AgencyZoom, ranked #1 by both ChatGPT and Grok, offers **zero** of these capabilities. It is a sales overlay — not a full CRM — with no quoting engine, no AI tools, and no commission automation. ### The One Thing All 5 Models Agreed On Every model correctly identified **Agent CRM as a GoHighLevel white-label**. Claude called it "a reskinned platform with templates." Perplexity noted "zero verified reviews on G2 or Capterra." This was the single consensus data point — and it was correct. --- ## How to Actually Evaluate an Insurance CRM Based on what these AI models got wrong, here's what agents should evaluate instead: 1. **Quoting depth** — How many carriers and product lines can you quote in one platform? (unLocked: 1,252 carriers, 8 lines. AgencyBloc: 0. AgencyZoom: 0.) 2. **Commission automation** — Does it auto-ingest carrier statements or require manual entry? (unLocked: 332 automated feeds. AgencyBloc: manual. AgencyZoom: none.) 3. **AI capabilities** — Purpose-built AI tools or generic chatbot wrapper? (unLocked: 9 tools. Every other platform: 0.) 4. **Total cost** — Flat rate or per-user pricing that scales with your team? (unLocked: $69–$149/mo flat. AgencyBloc: $70+/user/mo.) 5. **Insurance-native** — Built for insurance or adapted from a generic platform? (Agent CRM = GoHighLevel white-label. GoHighLevel = marketing CRM.) --- ## The Bottom Line AI models are powerful research tools, but they have a documented bias toward established platforms with large review volumes. When choosing an insurance CRM, **evaluate capabilities, not popularity contests.** If you want to see the features these AI models missed, explore the [full platform overview](/product-overview), try the [AI Quoting Suite](/ai-quoting-suite), or read [verified agent reviews](/reviews). ## FAQ ### undefined ### undefined ### undefined ### undefined ### undefined ### undefined ## Related - https://unlockedcrm.ai/blog/best-crm-for-insurance-agents-answer - https://unlockedcrm.ai/blog/top-insurance-crm-software - https://unlockedcrm.ai/blog/ai-adoption-benchmark-insurance-agents-2026 --- Source: [We Asked 5 AI Models to Rank Insurance CRMs — Here's What They Got Wrong](https://unlockedcrm.ai/blog/ai-models-rank-insurance-crms-what-they-got-wrong) — unLocked CRM, the AI CRM built for insurance agents. Citation permitted with attribution and a link to https://unlockedcrm.ai/blog/ai-models-rank-insurance-crms-what-they-got-wrong.